Cloud Image Processing App

The Image Processing App is a Cloud-based web application that allows users to upload images and apply various image processing operations. The app connects to a remote server to process the images and provides users with the ability to download the processed images.

Sample Videos

• GUI User Guide
• Backend Explanation

Features

• Upload Multiple Images: Users can upload multiple images in JPEG, JPG, and PNG formats.
• Individual and Global Operations: Users can select different image processing operations for each image or apply a single operation to all uploaded images.
• Real-time Processing: The app sends images to a remote server for processing and receives the processed images in real-time.
• Download Processed Images: Users can download individual processed images or all processed images at once.
• GIF Feedback: Visual feedback with GIFs is provided for actions such as connection closing and successful image processing.

Supported Operations

The app supports the following image processing operations:

1. Edge Detection
2. Color Manipulation
3. Corner Detection
4. SIFT Feature Detection
5. Denoise Image
6. Erosion
7. Dilation
8. Histogram Equalization

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/image-processing-app.git
   cd image-processing-app

2. Install dependencies:

   Make sure you have Python 3.7+ installed. Then, create a virtual environment and install the required packages:

   python -m venv venv
   source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
   pip install -r requirements.txt

3. Run the app:

   python app.py

   The app will automatically open in your default web browser.

Usage

1. Upload Images:

   • Click on the "Upload Image(s)" button to upload one or more images.

2. Select Operations:

   • For individual images, expand the section for each image and select an operation from the dropdown list.
   • Or for applying the same operation to all images, select an operation from the sidebar under "Global Operations".

4. Process Images:

   • Click the "Process Image" button for individual images or "Process All Images" for global operations.
   • The app will display the original and processed images side by side.
   • If the process is (completed successfully) you are expected to see this confirmation: -

   

5. Download Images:

   • After processing, you can download each processed image by clicking the "Download Processed Image" button.
   • Alternatively, download all processed images at once by clicking the "Download All Images" button from the sidebar.

5. Close Connection:
   • To close the connection to the server and logout, Click the "Close Connection" button in the sidebar.

Thank you